منابع مشابه
Many Languages, One Parser
We train one multilingual model for dependency parsing and use it to parse sentences in several languages. The parsing model uses (i) multilingual word clusters and embeddings; (ii) token-level language information; and (iii) language-specific features (finegrained POS tags). This input representation enables the parser not only to parse effectively in multiple languages, but also to generalize...
متن کاملOne Parser, Many Languages
We train a language-universal dependency parser on a multilingual collection of treebanks. The parsing model uses multilingual word embeddings alongside learned and specified typological information, enabling generalization based on linguistic universals and based on typological similarities. We evaluate our parser’s performance on languages in the training set as well as on the unsupervised sc...
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Dependency parsing has been a longstanding task in NLP with a recent boost in performance thanks to neural network models. However, most dependency parsers are monolingual–a single parser is trained per language–and utilize transitionbased systems that are limited to local information. We utilize a novel transitionbased system, arc-swift, proposed in [1] that incorporates both local and global ...
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A large number of different languages are spoken in India, each language being the mother tongue of tens of millions of people. While the languages and scripts are distinct from each other, the grammar and the alphabet are similar to a large extent. One common feature is that all the Indian languages are phonetic in nature. In this paper we describe the development of a transliteration scheme O...
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The paper describes the different phases and subdomains of process modelling and their needs for conceptual and linguistic support, and in what forms. We group the relevant factors into three dimensions: meta-process phases, process elements, and the tool/user views. In the first dimension, we focus on enactable process models. For such models, we describe the design alternatives for a core pro...
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ژورنال
عنوان ژورنال: Transactions of the Association for Computational Linguistics
سال: 2016
ISSN: 2307-387X
DOI: 10.1162/tacl_a_00109